Connect Ai ml api to OpenClaw on Operator.io
Ai ml api is a suite of AI/ML models for natural language and image tasks. It provides fast, scalable access to advanced AI capabilities for your apps and workflows.
Automate Ai ml api with AI
Operator puts an OpenClaw agent in front of Ai ml api. You describe the job from Telegram or Discord and it handles the rest inside Ai ml api, picking the right calls from the 30 Ai ml api actions and checking its own work as it goes.
Your agent reaches Ai ml api directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Ai ml api
Your agent can call any of these Ai ml api actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Cancel Run
Tool to cancel a run that is currently in progress. Use when you need to stop an assistant run before it completes.
Create Assistant
Tool to create an AI assistant with configurable model, instructions, and tools. Use when you need to set up a new assistant that can maintain conversation context and use tools like code_interpreter or file_search.
Create Message
Tool to create a new message in a thread. Use when you need to add a user or assistant message to an existing conversation thread.
Create Run
Tool to create a run that executes an assistant on a thread. The assistant processes messages in the thread and generates responses based on its instructions and available tools.
Create Thread
Tool to create a new thread for conversation with an assistant. Threads store messages and maintain context across interactions. Use when starting a new conversation or when you need a fresh context for assistant interactions.
Delete Assistant
Tool to delete an assistant by ID. Use when you need to remove an assistant that is no longer needed.
Delete Message
Tool to delete a specific message from a thread. Use when you need to remove an unwanted or erroneous message from a conversation thread.
Delete Thread
Tool to delete a thread by its ID. Use when you need to remove an existing thread from the system.
Get Assistant
Tool to retrieve details of a specific assistant by ID. Use when you need to fetch configuration, model settings, instructions, or available tools for an existing assistant.
Get Billing Balance
Tool to retrieve the current billing balance for the account. Use when you need to check available credits, balance status, or auto-debit configuration.
Get Luma Generation
Tool to fetch Luma AI video generation results by generation IDs. Use after creating a generation to check its status and retrieve the generated video URL when completed.
Get Message
Tool to retrieve information about a specific message by its ID. Use when you need to fetch details of a particular message in a thread.
Get Response by ID
Tool to retrieve a previously generated model response by its unique ID. Use when you need to access details of a specific response, including its output, status, and usage statistics.
Get Run
Tool to retrieve a specific run by ID from a thread. Use when you need to check the status, results, or details of a previously created run.
Get Run Step
Tool to retrieve a specific run step by its ID within a thread and run. Use when you need detailed information about a particular step's execution status and results.
Get Thread
Tool to retrieve information about a specific thread by ID. Use when you need to fetch thread details, metadata, or available tool resources for an existing conversation thread.
List Assistants
Tool to list all assistants associated with the account. Use when you need to retrieve available assistants with pagination support.
List Batches
Tool to get the status or results of a batch processing job. Use when you need to check the progress or retrieve results of a previously submitted batch.
List Luma AI Generations
Tool to fetch user's Luma AI video generations. Use when you need to retrieve a list of all Luma AI video generation tasks for the authenticated user.
List Thread Messages
Tool to retrieve a list of messages from a specific thread. Use when you need to fetch conversation history or message content from an AI assistant thread.
List Models
Tool to list all available AI models from the AI/ML API. Use when you need to retrieve the complete catalog of 400+ models including chat, image, video, voice, and other model types.
List Models With Details
Tool to list all available AI/ML models with detailed information including pricing, features, and capabilities. Use when you need to discover available models or get comprehensive model metadata.
List Runs
Tool to list all runs for a specific thread. Use when you need to retrieve runs with pagination support.
List Run Steps
Tool to list the steps in a run. Use when you need to retrieve and examine the execution steps of a specific run within a thread.
Submit Tool Outputs
Tool to submit tool outputs for a run that requires action. Use when a run has status 'requires_action' and needs tool call results to continue execution.
Text Chat Completion
Tool to generate text completions or chat responses using a specified LLM model. Use after assembling the conversation history to produce the next response.
Update Assistant
Tool to modify an existing assistant's properties including name, instructions, model, and tools. Use when you need to update an assistant's configuration or behavior after it has been created.
Update Message
Tool to modify metadata for a specific message in a thread. Use when you need to update message metadata such as tags or custom fields.
Update Run
Tool to update a run's metadata with key-value pairs. Use when you need to attach or modify additional information for a specific run.
Update Thread
Tool to update thread metadata and tool resources in the AI/ML API. Use when you need to modify existing thread properties or attach resources.
How to connect Ai ml api
You authorize Ai ml api once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Ai ml api without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Ai ml api
- How do I connect Ai ml api to Operator?
- You authorize Ai ml api once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Ai ml api without you signing in again.
- Can my agent run Ai ml api as part of a larger task?
- Yes. It can call Ai ml api mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Ai ml api without you stitching the calls together yourself.
- Do I need to write code or manage Ai ml api API keys?
- No code and no API keys. You authorize Ai ml api through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
- Can my agent use Ai ml api together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Ai ml api and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Ai ml api, or browse all integrations.
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